diff --git a/Dockerfile b/Dockerfile
index c37860a..cd649b7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,17 +1,35 @@
-FROM python:3.9-slim
+FROM nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04
 
-WORKDIR /app
+# Set noninteractive mode to avoid tzdata and other interactive prompts
+ENV DEBIAN_FRONTEND=noninteractive
 
+# Install prerequisites for adding repositories
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    software-properties-common \
+    && rm -rf /var/lib/apt/lists/*
+
+# Add deadsnakes PPA for Python 3.9
+RUN add-apt-repository ppa:deadsnakes/ppa -y
+
+# Install Python 3.9, python3.9-distutils, pip, and other dependencies
 RUN apt-get update && \
-    apt-get install -y ffmpeg jq curl unzip && \
+    apt-get install -y python3.9 python3.9-distutils python3-pip ffmpeg jq curl unzip && \
     rm -rf /var/lib/apt/lists/*
 
-# Copy requirements file (if you have one) and install Python dependencies
+# Set python3.9 as the default python3 and upgrade pip
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1 && \
+    pip3 install --no-cache-dir --upgrade pip
+
+# Set the working directory
+WORKDIR /app
+
+# Copy requirements file and install Python dependencies
+# (Ensure your requirements.txt includes the correct CUDA-enabled PyTorch version,
+#  for example: torch==1.13.1+cu113 -f https://download.pytorch.org/whl/torch_stable.html)
 COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
+RUN pip3 install --no-cache-dir -r requirements.txt
 
-
-# Download TwitchDownloaderCLI (adjust version if necessary)
+# Download and install TwitchDownloaderCLI (adjust version if necessary)
 RUN curl -L https://github.com/lay295/TwitchDownloader/releases/download/1.55.2/TwitchDownloaderCLI-1.55.2-Linux-x64.zip \
       -o /tmp/TwitchDownloaderCLI.zip && \
     unzip /tmp/TwitchDownloaderCLI.zip -d /tmp && \
@@ -19,10 +37,10 @@ RUN curl -L https://github.com/lay295/TwitchDownloader/releases/download/1.55.2/
     chmod +x /usr/local/bin/TwitchDownloaderCLI && \
     rm /tmp/TwitchDownloaderCLI.zip
 
-# Copy application code, the entrypoint script, and channels.json
+# Copy application code and other necessary files
 COPY main.py .
 COPY channels.json .
 COPY cookies.txt .
 
-# Default command
-CMD ["python", "-u", "main.py"]
\ No newline at end of file
+# Default command to run your application
+CMD ["python3", "-u", "main.py"]
\ No newline at end of file
diff --git a/docker-compose.yml b/docker-compose.yml
index 70069a2..7d40724 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,14 +1,477 @@
 services:
-  scanner_cyr:
+  scanner_amfikcz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
     environment:
-    - CHANNEL_NAME=cyr
-    - CHANNEL_LANGUAGE=en
-    - TIMEDELTA_DAYS=8
+    - CHANNEL_NAME=amfikcz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
     - TIMEDELTA_DAYS_EXACT=false
     - CLIP_CREATE_FROM_CHAT=false
     - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
     - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
-    image: t0is/madmonq-transcriptor-image:latest
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_andrej_kalinin:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=andrej_kalinin
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_artix:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=artix
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_astatoro:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=astatoro
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_avatar0fwar:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=avatar0fwar
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_batmanova:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=batmanova
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_bladeito:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=bladeito
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_claina:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=claina
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_cyr:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=cyr
+    - CHANNEL_LANGUAGE=en
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_domovnikofc:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=domovnikofc
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_elbowcz146:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=elbowcz146
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_fluffcz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=fluffcz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_flyguncz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=flyguncz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_freezecz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=freezecz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_heddi2k:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=heddi2k
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_herdyn:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=herdyn
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_himtheoldboy:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=himtheoldboy
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_holasovic:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=holasovic
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_hornakcz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=hornakcz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_jorantheviking:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=jorantheviking
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
     volumes:
     - /shared/transcriptor/clips:/app/clips
     - /shared/transcriptor/vods:/app/vods
@@ -17,15 +480,166 @@ services:
     - /shared/transcriptor/models:/app/models
     - /shared/transcriptor/transcripts:/app/transcripts
   scanner_khalamity:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
     environment:
     - CHANNEL_NAME=khalamity
     - CHANNEL_LANGUAGE=en
-    - TIMEDELTA_DAYS=8
+    - TIMEDELTA_DAYS=10
     - TIMEDELTA_DAYS_EXACT=false
     - CLIP_CREATE_FROM_CHAT=false
     - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
     - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
-    image: t0is/madmonq-transcriptor-image:latest
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_kokiii_:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=kokiii_
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_liveoliverr:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=liveoliverr
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_love_stanislove:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=love_stanislove
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_marty_vole:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=marty_vole
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_mullersie:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=mullersie
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_patrikturi:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=patrikturi
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
     volumes:
     - /shared/transcriptor/clips:/app/clips
     - /shared/transcriptor/vods:/app/vods
@@ -34,15 +648,190 @@ services:
     - /shared/transcriptor/models:/app/models
     - /shared/transcriptor/transcripts:/app/transcripts
   scanner_rachtaz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
     environment:
     - CHANNEL_NAME=rachtaz
     - CHANNEL_LANGUAGE=en
-    - TIMEDELTA_DAYS=8
+    - TIMEDELTA_DAYS=10
     - TIMEDELTA_DAYS_EXACT=false
     - CLIP_CREATE_FROM_CHAT=false
     - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
     - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
-    image: t0is/madmonq-transcriptor-image:latest
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_resttpowered:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=resttpowered
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_spajkk:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=spajkk
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_styko:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=styko
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_tensterakdary:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=tensterakdary
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_tom__mm:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=tom__mm
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_vvudy:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=vvudy
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
+    volumes:
+    - /shared/transcriptor/clips:/app/clips
+    - /shared/transcriptor/vods:/app/vods
+    - /shared/transcriptor/audio:/app/audio
+    - /shared/transcriptor/chat:/app/chat
+    - /shared/transcriptor/models:/app/models
+    - /shared/transcriptor/transcripts:/app/transcripts
+  scanner_xnapycz:
+    deploy:
+      resources:
+        reservations:
+          devices:
+          - capabilities: [gpu]
+            count: all
+            driver: nvidia
+    environment:
+    - CHANNEL_NAME=xnapycz
+    - CHANNEL_LANGUAGE=cs
+    - TIMEDELTA_DAYS=10
+    - TIMEDELTA_DAYS_EXACT=false
+    - CLIP_CREATE_FROM_CHAT=false
+    - TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov
+    - TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es
+    image: t0is/madmonq-transcriptor-image:cuda
     volumes:
     - /shared/transcriptor/clips:/app/clips
     - /shared/transcriptor/vods:/app/vods
diff --git a/generate-docker-compose.py b/generate-docker-compose.py
index f4a8a0b..2ea2d47 100644
--- a/generate-docker-compose.py
+++ b/generate-docker-compose.py
@@ -1,6 +1,15 @@
 import json
 import yaml
 
+# Custom list class to force inline (flow style) YAML formatting
+class InlineList(list):
+    pass
+
+def inline_list_representer(dumper, data):
+    return dumper.represent_sequence('tag:yaml.org,2002:seq', data, flow_style=True)
+
+yaml.add_representer(InlineList, inline_list_representer)
+
 # Load the channels from channels.json
 with open("channels.json", "r") as f:
     channels = json.load(f)
@@ -13,24 +22,37 @@ compose = {
 for channel in channels:
     service_name = f"scanner_{channel['name']}"
     compose["services"][service_name] = {
-        "image": "t0is/madmonq-transcriptor-image:latest",
+        "image": "t0is/madmonq-transcriptor-image:cuda",
         "environment": [
             f"CHANNEL_NAME={channel['name']}",
             f"CHANNEL_LANGUAGE={channel['language']}",
-            "TIMEDELTA_DAYS=8",
+            "TIMEDELTA_DAYS=10",
             "TIMEDELTA_DAYS_EXACT=false",
             "CLIP_CREATE_FROM_CHAT=false",
             "TWITCH_CLIENT_ID=a0fuj6tm5ct79clvim9816orphqkov",
             "TWITCH_CLIENT_SECRET=h7whj3yspxgj1909sgcafx6iz1p1es"
         ],
         "volumes": [
-            "/shared/transcriptor/clips:/app/clips",  # Shared clips folder on the host
+            "/shared/transcriptor/clips:/app/clips",
             "/shared/transcriptor/vods:/app/vods",
             "/shared/transcriptor/audio:/app/audio",
             "/shared/transcriptor/chat:/app/chat",
             "/shared/transcriptor/models:/app/models",
             "/shared/transcriptor/transcripts:/app/transcripts"
-        ]
+        ],
+        "deploy": {
+            "resources": {
+                "reservations": {
+                    "devices": [
+                        {
+                            "driver": "nvidia",
+                            "count": "all",
+                            "capabilities": InlineList(["gpu"])
+                        }
+                    ]
+                }
+            }
+        }
     }
 
 # Write the docker-compose file
diff --git a/main.py b/main.py
index ea0c1a4..979852d 100644
--- a/main.py
+++ b/main.py
@@ -161,7 +161,7 @@ def transcribe_audio_fast(audio_file, model_name, language, vod_id):
         return segments_data
 
     # Initialize the model and transcribe (passing language if provided)
-    model_fast = WhisperModel("large-v3-turbo", device="auto", compute_type="int8", download_root="/app/models")
+    model_fast = WhisperModel("large-v3-turbo", device="cuda", download_root="/app/models")
     segments, info = model_fast.transcribe(audio_file, language=language)
     print("faster_whisper -- Detected language '%s' with probability %f" % (info.language, info.language_probability))